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2202.04800
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The Abduction of Sherlock Holmes: A Dataset for Visual Abductive Reasoning
European Conference on Computer Vision (ECCV), 2022
10 February 2022
Jack Hessel
Jena D. Hwang
Jinho Park
Rowan Zellers
Chandra Bhagavatula
Anna Rohrbach
Kate Saenko
Yejin Choi
ReLM
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Papers citing
"The Abduction of Sherlock Holmes: A Dataset for Visual Abductive Reasoning"
28 / 28 papers shown
DixitWorld: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay
Yunxiang Mo
Tianshi Zheng
Qing Zong
Jiayu Liu
Baixuan Xu
Yauwai Yim
Chunkit Chan
Jiaxin Bai
Yangqiu Song
MLLM
LRM
208
2
0
11 Oct 2025
MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources
Sicong Leng
Jing Wang
Jiaxi Li
Hao Zhang
Zhiqiang Hu
...
Deli Zhao
Wei Lu
Yu Rong
Aixin Sun
Shijian Lu
OffRL
LRM
209
21
0
25 Sep 2025
Towards Understanding Visual Grounding in Visual Language Models
Georgios Pantazopoulos
Eda B. Özyiğit
ObjD
501
4
0
12 Sep 2025
GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking
Yufei Zhan
Ziheng Wu
Yousong Zhu
Rongkun Xue
Ruipu Luo
...
Zhentao He
Zheming Yang
Ming Tang
Minghui Qiu
Jinqiao Wang
MLLM
ReLM
LRM
282
8
0
01 Jun 2025
GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Shikhhar Siingh
Abhinav Rawat
Chitta Baral
Vivek Gupta
430
1
0
28 May 2025
Mind with Eyes: from Language Reasoning to Multimodal Reasoning
Zhiyu Lin
Yifei Gao
Xian Zhao
Yunfan Yang
Jitao Sang
LRM
374
21
0
23 Mar 2025
Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events
Computer Vision and Pattern Recognition (CVPR), 2024
Aditya Chinchure
Sahithya Ravi
R. Ng
Vered Shwartz
Boyang Albert Li
Leonid Sigal
ReLM
LRM
VLM
525
10
0
07 Dec 2024
MM-Ego: Towards Building Egocentric Multimodal LLMs for Video QA
Hanrong Ye
Haotian Zhang
Erik Daxberger
Lin Chen
Zongyu Lin
...
Haoxuan You
Dan Xu
Zhe Gan
Jiasen Lu
Yinfei Yang
EgoV
MLLM
339
23
0
09 Oct 2024
MM-R
3
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3
: On (In-)Consistency of Vision-Language Models (VLMs)
Shih-Han Chou
Shivam Chandhok
James J. Little
Leonid Sigal
327
0
0
07 Oct 2024
MEEL: Multi-Modal Event Evolution Learning
Zhengwei Tao
Zhi Jin
Junqiang Huang
Xiancai Chen
Xiaoying Bai
Haiyan Zhao
Yifan Zhang
Chongyang Tao
217
1
0
16 Apr 2024
A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models
Xiujie Song
Mengyue Wu
Ke Zhu
Chunhao Zhang
Yanyi Chen
LRM
ELM
552
4
0
28 Feb 2024
VCD: A Dataset for Visual Commonsense Discovery in Images
Xiangqing Shen
Yurun Song
Siwei Wu
Rui Xia
349
6
0
27 Feb 2024
Learning to Visually Connect Actions and their Effects
Eric Peh
Paritosh Parmar
Basura Fernando
511
3
0
19 Jan 2024
Active Reasoning in an Open-World Environment
Neural Information Processing Systems (NeurIPS), 2023
Manjie Xu
Guangyuan Jiang
Weihan Liang
Fangqiu Yi
Yixin Zhu
LLMAG
LRM
347
16
0
03 Nov 2023
Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Seungju Han
Junhyeok Kim
Jack Hessel
Liwei Jiang
Jiwan Chung
Yejin Son
Yejin Choi
Youngjae Yu
214
7
0
16 Oct 2023
ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
KAI-QING Zhou
Kwonjoon Lee
Teruhisa Misu
Xin Eric Wang
LRM
329
12
0
09 Oct 2023
Exploring the Potential of Multi-Modal AI for Driving Hazard Prediction
IEEE Transactions on Intelligent Vehicles (TIV), 2023
Korawat Charoenpitaks
Van-Quang Nguyen
Masanori Suganuma
Masahiro Takahashi
Ryoma Niihara
Takayuki Okatani
393
8
0
07 Oct 2023
Video Timeline Modeling For News Story Understanding
Neural Information Processing Systems (NeurIPS), 2023
Meng Liu
Ruotong Wang
Jialu Liu
H. Dai
Mingming Yang
Shilin Xu
Zheyun Feng
Boqing Gong
242
5
0
23 Sep 2023
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Yangyi Chen
Karan Sikka
Michael Cogswell
Heng Ji
Ajay Divakaran
LRM
380
52
0
08 Sep 2023
Through the Lens of Core Competency: Survey on Evaluation of Large Language Models
China National Conference on Chinese Computational Linguistics (CNCCL), 2023
Ziyu Zhuang
Qiguang Chen
Longxuan Ma
Mingda Li
Yi Han
Yushan Qian
Haopeng Bai
Zixian Feng
Weinan Zhang
Ting Liu
ELM
221
24
0
15 Aug 2023
Visual Transformation Telling
Wanqing Cui
Mustafa Nasir-Moin
Yanyan Lan
Viola J. Chen
Jiafeng Guo
Xueqi Cheng
LRM
300
5
0
03 May 2023
ArK: Augmented Reality with Knowledge Interactive Emergent Ability
Qiuyuan Huang
Jinho Park
Abhinav Gupta
Paul N. Bennett
Ran Gong
...
Baolin Peng
O. Mohammed
C. Pal
Yejin Choi
Jianfeng Gao
233
9
0
01 May 2023
Personality-aware Human-centric Multimodal Reasoning: A New Task, Dataset and Baselines
Yaochen Zhu
Xiangqing Shen
Rui Xia
407
4
0
05 Apr 2023
A Region-Prompted Adapter Tuning for Visual Abductive Reasoning
ACM Multimedia (ACM MM), 2023
Hao Zhang
Yeo Keat Ee
Basura Fernando
VLM
473
3
0
18 Mar 2023
Benchmarks for Automated Commonsense Reasoning: A Survey
ACM Computing Surveys (ACM Comput. Surv.), 2023
E. Davis
ELM
LRM
451
83
0
09 Feb 2023
WikiWhy: Answering and Explaining Cause-and-Effect Questions
International Conference on Learning Representations (ICLR), 2022
Matthew Ho
Aditya Sharma
Justin Chang
Michael Stephen Saxon
Sharon Levy
Yujie Lu
William Yang Wang
ReLM
KELM
LRM
517
26
0
21 Oct 2022
CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks
Neural Information Processing Systems (NeurIPS), 2022
Tejas Srinivasan
Ting-Yun Chang
Leticia Pinto-Alva
Georgios Chochlakis
Mohammad Rostami
Jesse Thomason
VLM
CLL
424
86
0
18 Jun 2022
Visual Abductive Reasoning
Computer Vision and Pattern Recognition (CVPR), 2022
Chen Liang
Wenguan Wang
Tianfei Zhou
Yi Yang
LRM
256
50
0
26 Mar 2022
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